Intelligent electric vehicle heuristic for energy resource management using simulated annealing


Autoria(s): Sousa, Tiago; Pinto, Tiago; Morais, H.; Vale, Zita
Data(s)

16/04/2013

16/04/2013

2012

12/04/2013

Resumo

The smart grid concept appears as a suitable solution to guarantee the power system operation in the new electricity paradigm with electricity markets and integration of large amounts of Distributed Energy Resources (DERs). Virtual Power Player (VPP) will have a significant importance in the management of a smart grid. In the context of this new paradigm, Electric Vehicles (EVs) rise as a good available resource to be used as a DER by a VPP. This paper presents the application of the Simulated Annealing (SA) technique to solve the Energy Resource Management (ERM) of a VPP. It is also presented a new heuristic approach to intelligently handle the charge and discharge of the EVs. This heuristic process is incorporated in the SA technique, in order to improve the results of the ERM. The case study shows the results of the ERM for a 33-bus distribution network with three different EVs penetration levels, i. e., with 1000, 2000 and 3000 EVs. The results of the proposed adaptation of the SA technique are compared with a previous SA version and a deterministic technique.

Identificador

DOI 10.1109/ISGTEurope.2012.6465762

978-1-4673-2596-7

978-1-4673-2595-0

2165-4816

http://hdl.handle.net/10400.22/1342

Idioma(s)

eng

Publicador

IEEE

Relação

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6465762

Direitos

closedAccess

Palavras-Chave #Energy resource management #Heuristic approach #Simulated annealing #Vehicle-to-Grid #Virtual power player
Tipo

conferenceObject